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Applications of Evolutionary Computation

24th International Conference, EvoApplications 2021, Held as Part of EvoStar 2021, Virtual Event, April 7–9, 2021, Proceedings

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Pedro A. Castillo

    1. ETSIIT-CITIC, University of Granada, Granada, Spain

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    You can also search for this editor in PubMed   Google Scholar

  2. Juan Luis Jiménez Laredo

    1. Université Le Havre Normandie, Le Havre, France

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    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12694)

Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)

Included in the following conference series:

Conference proceedings info: EvoApplications 2021.

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Table of contents (51 papers)

  1. Front Matter

    Pages i-xvii
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  2. Applications of Evolutionary Computation

    1. Front Matter

      Pages 1-1
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    2. On Restricting Real-Valued Genotypes in Evolutionary Algorithms

      • Jørgen Nordmoen, Tønnes F. Nygaard, Eivind Samuelsen, Kyrre Glette
      Pages 3-16

    3. Towards Explainable Exploratory Landscape Analysis: Extreme Feature Selection for Classifying BBOB Functions

      • Quentin Renau, Johann Dreo, Carola Doerr, Benjamin Doerr
      Pages 17-33

    4. Co-optimising Robot Morphology and Controller in a Simulated Open-Ended Environment

      • Emma Hjellbrekke Stensby, Kai Olav Ellefsen, Kyrre Glette
      Pages 34-49

    5. Multi-objective Workforce Allocation in Construction Projects

      • Andrew Iskandar, Richard Allmendinger
      Pages 50-64

    6. Generating Duplex Routes for Robust Bus Transport Network by Improved Multi-objective Evolutionary Algorithm Based on Decomposition

      • Sho Kajihara, Hiroyuki Sato, Keiki Takadama
      Pages 65-80

    7. Combining Multi-objective Evolutionary Algorithms with Deep Generative Models Towards Focused Molecular Design

      • Tiago Sousa, João Correia, Vitor Pereira, Miguel Rocha
      Pages 81-96

    8. A Multi-objective Evolutionary Algorithm Approach for Optimizing Part Quality Aware Assembly Job Shop Scheduling Problems

      • Michael H. Prince, Kristian DeHaan, Daniel R. Tauritz
      Pages 97-112

    9. Evolutionary Grain-Mixing to Improve Profitability in Farming Winter Wheat

      • Md Asaduzzaman Noor, John W. Sheppard
      Pages 113-129

    10. Automatic Modular Design of Behavior Trees for Robot Swarms with Communication Capabilites

      • Jonas Kuckling, Vincent van Pelt, Mauro Birattari
      Pages 130-145

    11. Salp Swarm Optimization Search Based Feature Selection for Enhanced Phishing Websites Detection

      • Ruba Abu Khurma, Khair Eddin Sabri, Pedro A. Castillo, Ibrahim Aljarah
      Pages 146-161

    12. Real Time Optimisation of Traffic Signals to Prioritise Public Transport

      • Milan Wittpohl, Per-Arno Plötz, Neil Urquhart
      Pages 162-177

    13. Adaptive Covariance Pattern Search

      • Ferrante Neri
      Pages 178-193

    14. Evaluating the Success-History Based Adaptive Differential Evolution in the Protein Structure Prediction Problem

      • Pedro Henrique Narloch, Márcio Dorn
      Pages 194-209

    15. Beyond Body Shape and Brain: Evolving the Sensory Apparatus of Voxel-Based Soft Robots

      • Andrea Ferigo, Giovanni Iacca, Eric Medvet
      Pages 210-226

    16. Desirable Objective Ranges in Preference-Based Evolutionary Multiobjective Optimization

      • Sandra González-Gallardo, Rubén Saborido, Ana B. Ruiz, Mariano Luque
      Pages 227-241

    17. Improving Search Efficiency and Diversity of Solutions in Multiobjective Binary Optimization by Using Metaheuristics Plus Integer Linear Programming

      • Miguel Ángel Domínguez-Ríos, Francisco Chicano, Enrique Alba
      Pages 242-257

    18. Automated, Explainable Rule Extraction from MAP-Elites Archives

      • Neil Urquhart, Silke Höhl, Emma Hart
      Pages 258-272

  3. Applications of Deep Bioinspired Algorithms

    1. Front Matter

      Pages 273-273
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  1. Applications of Evolutionary Computation

Keywords

About this book

This book constitutes the refereed proceedings of the 24th International Conference on Applications of Evolutionary Computation, EvoApplications 2021, held as part of Evo*2021, as Virtual Event, in April 2021, co-located with the Evo*2021 events EuroGP, EvoCOP, and EvoMUSART.

The 51 revised full papers presented in this book were carefully reviewed and selected from 78 submissions. The papers cover a wide spectrum of topics, ranging from applications of evolutionary computation; applications of deep bioinspired algorithms; soft computing applied to games; machine learning and AI in digital healthcare and personalized medicine; evolutionary computation in image analysis, signal processing and pattern recognition; evolutionary machine learning; parallel and distributed systems; and applications of nature inspired computing for sustainability and development.​

Editors and Affiliations

  • ETSIIT-CITIC, University of Granada, Granada, Spain

    Pedro A. Castillo

  • Université Le Havre Normandie, Le Havre, France

    Juan Luis Jiménez Laredo

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